Off-policy evaluation for MDPs with unknown structure

Assaf Hallak, François Schnitzler, Timothy Mann +1

Off-policy learning in dynamic decision problems is essential for providing strong evidence that a new policy is better than the one in use. But how can we prove superiority withou…